Can Frontier LLMs Match Natively Multimodal Embeddings? A Comparison on Hard-Negative Text-to-Image Retrieval

Factual evidence

What the source reports

Paper benchmarks frontier LLMs against native multimodal embedding models like Gemini Embedding 2 on complex text-to-image retrieval.